Evidence map›Paper›PMID 41145255›Full record

ArticleBMJ open2025

Association between hyperglycaemia, diabetes complications and development of fibrotic conditions among people living with type 1 and type 2 diabetes in England: a retrospective cohort study using UK Clinical Resource Datalink Aurum and Hospital Episode Statistics.

Georgie May Massen, Sarah Cook, Samuel T Moss, Rachel Chambers, Gisli Jenkins, Richard J Allen, Louise V Wain, Iain Stewart, Nick Oliver, Daniel L Morganstein and 2 more

Abstract read
In one paragraph

Article in BMJ open, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

12 authors.

Georgie May MassenSchool of Public Health, Imperial College London, London, UK g.massen21@imperial.ac.uk.ORCID http://orcid.org/0000-0003-4355-6546
Sarah CookDepartment of Health Services Research and Policy, London School of Hygiene & Tropical Medicine, London, UK.
Samuel T MossDivision of Public Health and Epidemiology, University of Leicester, Leicester, UK.
Rachel ChambersDepartment of Respiratory Medicine, University College London, London, UK.
Gisli JenkinsNational Heart and Lung Institute, Imperial College London, London, UK.
Richard J AllenDivision of Public Health and Epidemiology, University of Leicester, Leicester, UK.
Louise V WainDivision of Public Health and Epidemiology, University of Leicester, Leicester, UK.
Iain StewartNational Heart and Lung Institute, Imperial College London, London, UK.ORCID http://orcid.org/0000-0002-1340-2688
Nick OliverDepartment of Metabolism, Digestion and Reproduction, Imperial College London, London, UK.
Daniel L MorgansteinSkin Unit, Royal Marsden Hospital NHS Trust, London, UK.
Jennifer K QuintSchool of Public Health, Imperial College London, London, UK.ORCID http://orcid.org/0000-0003-0149-4869
DEMISTIFI Consortium

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectiveFibrosis is a pathological feature that can occur in a wide range of diseases including diabetes mellitus. We investigated whether in people with type 1 (T1DM) or type 2 diabetes mellitus (T2DM), glycaemia or diabetes-related complications are associated with fibrotic diseases. DESIGN AND

settingRetrospective cohort study using UK Clinical Resource Datalink (CPRD) Aurum and Hospital Episode Statistics.

participantsWe included people with prevalent T1DM or T2DM as of 31 December 2015 (recorded in CPRD Aurum), eligible for linkage with Hospital Episode Statistics and followed up for 3 years. OUTCOME MEASURES: We defined diabetes status using blood/urine biomarkers and complications. In the T2DM cohort, we also investigated exposures of hyperglycaemia, insulin resistance and metformin prescription. Fibrotic condition diagnoses were determined from both primary and secondary care records. Logistic regression analyses were undertaken to understand the strength of association between diabetes status/diabetic complications and fibrotic conditions, respectively.

resultsThe T1DM cohort consisted of 9669 people while the T2DM cohort included 504 066 people. In T1DM, we found that albuminuria was associated with lung fibrosis (ORadj: 2.07, 99% CI 1.35 to 2.17), and microvascular complications were associated with atherosclerosis (ORadj: 1.81, 99% CI 1.18 to 2.77) and cardiomyopathy (ORadj 1.53, 99% CI:1.15 to 2.04). In the T2DM cohort, both glycaemia above target and diabetes complications were associated with most fibrotic conditions.

conclusionsWithin the T1DM population, no consistent association between diabetes status and all fibrotic diseases was observed. More research is required to understand whether the association between diabetes complications and fibrotic diseases is due to shared risk factors or whether glycaemia in T2DM may be influenced by fibrotic pathology.

Indexed as

Diabetes ComplicationsDiabetes Mellitus, Type 1Diabetes Mellitus, Type 2HyperglycemiaAdultAgedEnglandFemaleFibrosisHumansHypoglycemic AgentsMaleMiddle AgedPulmonary FibrosisRetrospective StudiesUnited KingdomHypoglycemic AgentsDIABETES & ENDOCRINOLOGYEPIDEMIOLOGYFibrosis

Identifiers

PMID41145255
PMCPMC12570948

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.